International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Open Access | Double Blind Reviewed

ISSN: 2319-7064


Downloads: 100

Comparative Studies | Computer Science & Engineering | India | Volume 6 Issue 2, February 2017


A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases

Roshni C.R | Dr. M. Safish Mary


Abstract: Our Countrys economy prospect lies mainly in agricultural sector. Although there is much advancement in technology, still chances of predicting the diseases in plants are vague. In this paper, a technical solution for the farmers to detect and diagnose the right disease affecting the plants is discussed. The Content Based Image Retrieval (CBIR) technique is used to retrieve the images of diseased plant from the training dataset based on a query image. The images thus retrieved are segmented using Hierarchical Clustering which produces cluster of diseased plant images. The clusters are then classified using Support Vector Machine (SVM) classifier based on the features extracted from clusters which verifies correct type of disease affecting the plant set.


Keywords: CBIR, Hierarchical Clustering, Segmentation, Feature Extraction, SVM


Edition: Volume 6 Issue 2, February 2017,


Pages: 2147 - 2150


How to Download this Article?

You Need to Register Your Email Address Before You Can Download the Article PDF


How to Cite this Article?

Roshni C.R, Dr. M. Safish Mary, "A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases", International Journal of Science and Research (IJSR), Volume 6 Issue 2, February 2017, pp. 2147-2150, https://www.ijsr.net/get_abstract.php?paper_id=ART20171105

Similar Articles with Keyword 'CBIR'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 12 Issue 1, January 2023

Pages: 131 - 141

Enhancing Fashion Image Retrieval with Multi-Modal Query and Zero-Shot Learning for Cross-Domain

Swathy S [8]

Share this Article

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 772 - 778

Framework using Diagnosis and CBIR System for Identifying Contrast Agent Concentration

Vinitha Kumari.G | Shivamurthy.R.C

Share this Article
Top